Runs 100% in your browser. Your files never leave this device.
How it works
- Seeded themes mirror public CFPB issue categories for debt settlement: services not provided, fees and charges, communication, payments, enrollment promises, and cancellation.
- This is a transparent keyword baseline, not a black box model. Edit the JSON rules and re-run to match your own wording.
- The promise versus outcome sub-tag flags texts that contain both a promise phrase and an outcome complaint phrase.
- Sample complaints are paraphrased and synthetic, written for this demo. Never paste real consumer data into any public demo.